Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: CCNJL

Gene summary for CCNJL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCNJL

Gene ID

79616

Gene namecyclin J like
Gene AliasCCNJL
Cytomap5q33.3
Gene Typeprotein-coding
GO ID

GO:0000079

UniProtAcc

B4DZA8


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
79616CCNJLHTA11_347_2000001011HumanColorectumAD1.69e-032.38e-01-0.1954
79616CCNJLHTA11_696_2000001011HumanColorectumAD4.29e-022.05e-01-0.1464
79616CCNJLRNA-P3T-P3T-1HumanLungIAC5.73e-034.03e-010.1829
79616CCNJLRNA-P3T-P3T-2HumanLungIAC2.23e-035.10e-010.1835
79616CCNJLRNA-P6T1-P6T1-3HumanLungMIAC1.64e-049.08e-01-0.0296
79616CCNJLRNA-P6T2-P6T2-1HumanLungIAC8.75e-093.73e-01-0.0166
79616CCNJLRNA-P6T2-P6T2-2HumanLungIAC5.99e-103.66e-01-0.0132
79616CCNJLRNA-P6T2-P6T2-3HumanLungIAC7.93e-124.07e-01-0.013
79616CCNJLRNA-P6T2-P6T2-4HumanLungIAC1.79e-093.83e-01-0.0121
79616CCNJLRNA-P7T1-P7T1-2HumanLungAIS3.19e-044.56e-01-0.0876
79616CCNJLC04HumanOral cavityOSCC9.15e-103.92e-010.2633
79616CCNJLC30HumanOral cavityOSCC7.41e-371.12e+000.3055
79616CCNJLC43HumanOral cavityOSCC5.92e-173.41e-010.1704
79616CCNJLC46HumanOral cavityOSCC4.10e-081.76e-010.1673
79616CCNJLC51HumanOral cavityOSCC5.33e-083.03e-010.2674
79616CCNJLC06HumanOral cavityOSCC6.22e-047.31e-010.2699
79616CCNJLLP15HumanOral cavityLP4.58e-043.44e-010.2174
79616CCNJLSYSMH2HumanOral cavityOSCC1.68e-052.06e-010.2326
79616CCNJLSYSMH3HumanOral cavityOSCC1.68e-092.67e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0071900ColorectumADregulation of protein serine/threonine kinase activity98/3918359/187232.18e-031.73e-0298
GO:00447723LungIACmitotic cell cycle phase transition85/2061424/187232.69e-083.20e-0685
GO:00719006LungIACregulation of protein serine/threonine kinase activity71/2061359/187236.33e-073.72e-0571
GO:007190012LungAISregulation of protein serine/threonine kinase activity61/1849359/187231.76e-056.17e-0461
GO:004477211LungAISmitotic cell cycle phase transition69/1849424/187232.23e-057.42e-0469
GO:004477221LungMIACmitotic cell cycle phase transition41/967424/187238.79e-053.92e-0341
GO:007190022LungMIACregulation of protein serine/threonine kinase activity31/967359/187233.65e-034.60e-0231
GO:00447728Oral cavityOSCCmitotic cell cycle phase transition255/7305424/187235.29e-196.98e-17255
GO:007190010Oral cavityOSCCregulation of protein serine/threonine kinase activity201/7305359/187233.90e-111.27e-09201
GO:19040293Oral cavityOSCCregulation of cyclin-dependent protein kinase activity60/730598/187236.90e-067.56e-0560
GO:00000793Oral cavityOSCCregulation of cyclin-dependent protein serine/threonine kinase activity58/730594/187236.92e-067.57e-0558
GO:004477215Oral cavityLPmitotic cell cycle phase transition150/4623424/187234.38e-071.23e-05150
GO:007190015Oral cavityLPregulation of protein serine/threonine kinase activity119/4623359/187231.70e-041.90e-03119
GO:000007911Oral cavityLPregulation of cyclin-dependent protein serine/threonine kinase activity34/462394/187238.52e-034.61e-0234
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
CCNJLinsertionFrame_Shift_Insnovelc.1090_1091insTTTTAGAp.His364LeufsTer39p.H364Lfs*39Q8IV13protein_codingTCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
CCNJLinsertionFrame_Shift_Insnovelc.559_560insCTGCAAGCTCCGCCTCCCAGGTTCAAGCGATTp.Ser187ThrfsTer62p.S187Tfs*62Q8IV13protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CCNJLdeletionFrame_Shift_Delnovelc.678delNp.Glu227SerfsTer11p.E227Sfs*11Q8IV13protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CCNJLSNVMissense_Mutationnovelc.1204C>Tp.His402Tyrp.H402YQ8IV13protein_codingdeleterious(0)benign(0.125)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCNJLSNVMissense_Mutationc.1151N>Tp.Pro384Leup.P384LQ8IV13protein_codingtolerated(0.08)benign(0.014)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCNJLSNVMissense_Mutationnovelc.785N>Tp.Ser262Phep.S262FQ8IV13protein_codingdeleterious(0)probably_damaging(0.963)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCNJLSNVMissense_Mutationc.1066N>Ap.Ala356Thrp.A356TQ8IV13protein_codingtolerated(0.08)possibly_damaging(0.804)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CCNJLSNVMissense_Mutationrs773517273c.179N>Ap.Arg60Glnp.R60QQ8IV13protein_codingdeleterious(0.05)probably_damaging(0.999)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CCNJLSNVMissense_Mutationc.1123G>Tp.Gly375Cysp.G375CQ8IV13protein_codingtolerated(0.08)possibly_damaging(0.579)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
CCNJLSNVMissense_Mutationc.538C>Ap.Leu180Metp.L180MQ8IV13protein_codingtolerated(0.16)possibly_damaging(0.786)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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